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G1Joshi/Agent-Skills

Expert [skill-name] assistance covering [feature 1], [feature 2], and [feature 3]. Use when [working with X], [debugging Y], or [implementing Z].

What is Agent-Skills?

Agent-Skills is a Claude Code agent skill that expert [skill-name] assistance covering [feature 1], [feature 2], and [feature 3]. Use when [working with X], [debugging Y], or [implementing Z].

Works with~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/G1Joshi/Agent-Skills/tree/HEAD/template

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Open a new chat with this agent skill pre-loaded.

Documentation

Skill Name

Brief overview of what this skill does and the key capabilities it provides.

When to Use

  • Trigger phrase or scenario 1
  • Trigger phrase or scenario 2
  • Trigger phrase or scenario 3

Quick Start

// Minimal working example - copy-paste ready
// Include essential imports and setup

Core Concepts

Concept 1

Explanation of fundamental concept with practical context.

// Code example demonstrating the concept

Concept 2

Another essential concept with clear explanation.

// Practical code example

Common Patterns

Pattern Name

Problem: What challenge does this solve?

Solution:

// Recommended approach with comments

Best Practices

Do:

  • Practice 1 with rationale
  • Practice 2 with explanation

Don't:

  • Anti-pattern 1 and why
  • Anti-pattern 2 and the alternative

Troubleshooting

ErrorCauseSolution
Error messageWhy it happensHow to fix

References

Individual skills in this repo

This repo contains 11 individual skills — each has its own dedicated page.

G1Joshi/Agent-Skills

Expert Dask distributed computing assistance covering Dask DataFrames, Arrays, Futures, and cluster scaling. Use when analyzing datasets too large for pandas on a single machine or multi-node cluster.

G1Joshi/Agent-Skills

Expert dbt (data build tool) assistance covering SQL modeling, Jinja macros, tests, documentation, and semantic layer. Use when building analytics engineering pipelines on BigQuery, Snowflake, or PostgreSQL.

G1Joshi/Agent-Skills

Expert JAX assistance covering Autograd, XLA compilation (`jit`), vectorization (`vmap`), and parallelization (`pmap`). Use when building high-performance numerical computing and cutting-edge deep learning research.

G1Joshi/Agent-Skills

Expert Ray distributed computing assistance covering Ray Core (actors, tasks), Ray Train, Ray Tune, and Ray Serve. Use when scaling Python compute and ML training across multi-node clusters.

G1Joshi/Agent-Skills

Expert Git version control assistance covering branching, interactive rebase, cherry-pick, submodules, worktrees, and conflict resolution. Use when managing source code history and collaboration workflows.

G1Joshi/Agent-Skills

Expert K9s CLI assistance covering terminal Kubernetes cluster navigation, real-time log streaming, port forwarding, and pod debugging. Use when managing and troubleshooting Kubernetes clusters with speed.

G1Joshi/Agent-Skills

Expert SWC assistance covering high-performance Rust-based JavaScript/TypeScript compilation, .swcrc configuration, Jest testing via @swc/jest, and minification. Use when replacing Babel with SWC for faster builds, accelerating test execution, or compiling modern ECMAScript features.

G1Joshi/Agent-Skills

Expert Tig assistance covering text-mode interface for Git, interactive staging, commit graph visualization, diff exploration, and blame navigation. Use when navigating Git commit history in the terminal, staging hunks interactively, browsing file changes, or reviewing revisions.

G1Joshi/Agent-Skills

Expert Vim assistance covering modal editing, .vimrc configuration, registers, macros, search/replace, and plugin management via vim-plug. Use when editing text efficiently in terminal environments, writing Vimscript, recording macros, or configuring core Vim settings.

G1Joshi/Agent-Skills

Expert Zed editor assistance covering high-performance Rust-based text editing, multi-buffer editing, language server protocols (LSP), and AI assistant integrations. Use when configuring Zed settings.json, setting up language extensions, collaborating in real-time channels, or optimizing editor startup speed.

G1Joshi/Agent-Skills

Expert Zsh assistance covering shell customization, Oh My Zsh plugins, Zinit plugin manager, prompt engineering (Starship/Powerlevel10k), and shell scripting. Use when configuring .zshrc, writing Zsh automation scripts, optimizing shell startup time, or configuring tab-completion.

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